How do I use this MCP with my AI client?

You connect your client, such as Claude or Cursor, to the Vinkius platform. Once connected, your agent can immediately call the physics capabilities.

Can this MCP handle non-ideal oscillators?

Yes. You can apply anharmonic corrections to the energy level calculations to model systems that deviate from ideal parabolic potentials.

What kind of physics does this MCP cover?

This MCP is specialized for quantum harmonic oscillator calculations, including energy levels, frequencies, and wavefunctions.

Do I need to host the physics engine myself?

No. Vinkius hosts and manages the MCP, so it is ready to use as soon as you connect your client.

Can I get a summary of all oscillator properties at once?

Yes. You can use the get_system_summary capability to get a high-level overview of the fundamental properties.

How do I calculate the energy levels for a specific state?

You can use the get_energy_levels capability by providing the mass, force constant, and the desired quantum number.

Can I account for non-ideal potential wells?

Yes, the get_energy_levels capability accepts an optional anharmonic correction parameter to model deviations from a perfect parabola.

What is the zero-point energy?

Zero-point energy is the lowest possible energy state of the system, which remains even at absolute zero due to quantum effects.

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Connect Quantum Harmonic Oscillator Engine to your AI

Set it up once and it works in ChatGPT, Claude, Cursor, and any other client you love. It all runs safely in the background, so you can relax and focus on what really matters. Solve complex quantum mechanics problems through your AI agent.

Ask AI about this Connector

Developed, maintained, and hosted by Vinkius.

MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED

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Works with modern AI clients that support MCP, including ChatGPT, Claude, Cursor, and more.

Your AI does the work. We keep it safe and sound.

No other AI tool gives you this. Your workflow runs in the client you already love, your account stays protected, and you decide what the agent can and cannot do. It is the whole reason to make the switch.

Each Connector lives inside our infrastructure, the same place where your workflow runs. The three things below are already part of it, working quietly in the background so you never have to think about them. Nothing to add, nothing to set up, nothing to worry about.

V8 Isolate01

Each Connector runs inside its own sealed environment.

Each Connector runs inside its own sealed V8 runtime — no access to your files, your system, or other servers. A Connector never sees past its own request.

Kill Switch02

One switch stops every agent. Instantly.

One action deactivates every Connector, revokes every token, and ends every session at once. AI Governance keeps the record.

FinOps per User03

Spending limits that pause instead of surprise.

Every user keeps their own connections and credentials, isolated from everyone else. Anything that would cross your spending limit is held for your approval, not billed.

Three controls, built into the layer your AI connects through.

Curated set · 4 capabilities

We ship only the actions that matter.

Capability set01 / 01

01-04

4 capabilities in this set.

Part of 4 available through Quantum Oscillator Engine.

01
Get oscillator frequency
This capability calculates the fundamental vibrational frequency of your specific system.
02
Get system summary
Use this to get a high-level overview of the oscillator's fundamental properties.
03
Get energy levels
This capability determines quantized energy levels for a specific state and supports optional anharmonic corrections.
04
Get wavefunction properties
This capability provides the probability characteristics of a particle at a specific quantum state.

Real work

What teams actually run

Modeling Real-World Deviations

Apply anharmonic corrections when a system does not follow a perfect parabolic potential.

Verifying Quantum States

Check the energy levels of a specific state to ensure theoretical accuracy.

Vibrational Analysis

Determine the fundamental frequency of a particle based on mass and force constants.

Probability Mapping

Get the probability characteristics of a particle at a given quantum state.

One connector, every AI

Quantum Oscillator Engine works with the most popular AI clients.

These are the most popular clients, each with a step-by-step guide: one link, set up once, with governance and visibility built in. And because everything runs on the MCP standard, the same connection also works in any other compatible client — nothing to rebuild.

Building your own app? The connector is yours to use.

You don't need a client to put Quantum Oscillator Engine to work: the same hosted connection plugs into your own applications and agent code, with the same governance on every request. Build with it, chat with it — one connection for both.

Observed, not estimated

712ms average. Fast in production.

Quantum Oscillator Engine is checked daily against the live service.

Daily averagePeak 822ms

Oct 3Today

Fastest day: 567ms
Slowest day: 822ms
14-day trend: Stable-2%

Connect your client

One URL. Every client.

Activate the Connector, copy your link, and paste it into the client you already use. 4 capabilities arrive ready to run.

Preview access · not provider authentication

The vk_preview_* token belongs to Vinkius preview infrastructure. It lets Claude discover and display the capabilities of Quantum Oscillator Engine, so you can see the experience inside your AI.

It does not authenticate your account with Quantum Oscillator Engine. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.

Quantum Oscillator Engine Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_gqs6uDIippaVmlxzPzfTDPyaDkmnIRilbFZV9idZ/mcp

Claude Desktop

Follow the steps below to connect in seconds.

1In Claude Desktop, open Settings → Connectors.
2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
3Click Add and start a new chat — Quantum Oscillator Engine capabilities are ready to use.

Configuration · claude_desktop_config.jsonCopy

{
  "mcpServers": {
    "quantum-harmonic-oscillator-engine-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_gqs6uDIippaVmlxzPzfTDPyaDkmnIRilbFZV9idZ/mcp"
    }
  }
}

Claude
ChatGPT
Cursor
VS Code
Windsurf
Claude Code
JetBrains
Cline

Step-by-step instructions for each client are in the guide. How to connect

Guided setup for Claude? Set up Quantum Oscillator Engine in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Quantum Oscillator Engine owners hand off.

This MCP is built for anyone working with quantum mechanical models and computational physics.

01
Physics Researchers
They hand off complex energy state calculations to the AI to speed up modeling.
02
Computational Chemists
They use the capability to model vibrational frequencies in molecular systems.
03
Graduate Students
They use the engine to verify theoretical homework or research calculations.

FAQ

Questions Quantum Oscillator Engine owners ask.

01
How do I use this MCP with my AI client?
You connect your client, such as Claude or Cursor, to the Vinkius platform. Once connected, your agent can immediately call the physics capabilities.
02
Can this MCP handle non-ideal oscillators?
Yes. You can apply anharmonic corrections to the energy level calculations to model systems that deviate from ideal parabolic potentials.
03
What kind of physics does this MCP cover?
This MCP is specialized for quantum harmonic oscillator calculations, including energy levels, frequencies, and wavefunctions.
04
Do I need to host the physics engine myself?
No. Vinkius hosts and manages the MCP, so it is ready to use as soon as you connect your client.
05
Can I get a summary of all oscillator properties at once?
Yes. You can use the get_system_summary capability to get a high-level overview of the fundamental properties.
06
How do I calculate the energy levels for a specific state?
You can use the get_energy_levels capability by providing the mass, force constant, and the desired quantum number.
07
Can I account for non-ideal potential wells?
Yes, the get_energy_levels capability accepts an optional anharmonic correction parameter to model deviations from a perfect parabola.
08
What is the zero-point energy?
Zero-point energy is the lowest possible energy state of the system, which remains even at absolute zero due to quantum effects.

Explore

More in Science

Connect Quantum Oscillator Engine to Claude, Cursor, ChatGPT & more

Your AI does the work. We keep it safe and sound.

Each Connector runs inside its own sealed environment.

One switch stops every agent. Instantly.

Spending limits that pause instead of surprise.

We ship only the actions that matter.

01-04

Get oscillator frequency

Get system summary

Get energy levels

Get wavefunction properties

What teams actually run

Modeling Real-World Deviations

Verifying Quantum States

Vibrational Analysis

Probability Mapping

Building your own app? The connector is yours to use.

Quantum Oscillator Engine Connector

Claude Desktop

Physics Researchers

Computational Chemists

Graduate Students

How do I use this MCP with my AI client?

Can this MCP handle non-ideal oscillators?

What kind of physics does this MCP cover?

Do I need to host the physics engine myself?

Can I get a summary of all oscillator properties at once?

How do I calculate the energy levels for a specific state?

Can I account for non-ideal potential wells?

What is the zero-point energy?

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